{"id":"W2949692144","doi":"10.1016/j.tcs.2015.02.015","title":"Influence diffusion in social networks under time window constraints","year":2015,"lang":"en","type":"article","venue":"Theoretical Computer Science","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cardinality (data modeling); Bounded function; Set (abstract data type); Node (physics); Combinatorics; Mathematics; Time complexity; Integer (computer science); Discrete mathematics; Interval (graph theory); Graph; Cardinal number (linguistics); Computer science; Data mining","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005349933,0.0009464858,0.002696343,0.00218711,0.00142514,0.003566026,0.003073726,0.003255783,0.006922433],"category_scores_gemma":[0.046635,0.001434769,0.001124028,0.002209248,0.002219361,0.008656302,0.002158,0.00268857,0.0005327823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002269574,"about_ca_system_score_gemma":0.001165587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136894,"about_ca_topic_score_gemma":0.006763649,"domain_scores_codex":[0.9984483,0.000585005,0.00007294693,0.0003682817,0.0002343049,0.0002911104],"domain_scores_gemma":[0.9470083,0.04433035,0.004022214,0.00128793,0.001537453,0.001813666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003609737,0.0001326005,0.004855922,0.000283298,0.0001845871,0.0005299075,0.0005328431,0.3184344,0.001854495,0.6545851,0.003909313,0.01433663],"study_design_scores_gemma":[0.00004353951,0.00003149776,0.001290023,0.00002313425,0.00004479865,0.0000617936,0.00007622397,0.8349504,0.0001775153,0.1624573,0.0008184629,0.00002526628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4675663,0.003185996,0.507659,0.005812018,0.0002671065,0.000161294,0.0009934026,0.0002641554,0.01409075],"genre_scores_gemma":[0.9716961,0.002131175,0.01260707,0.0002267569,0.0004858989,0.0002241303,0.0003479765,0.0001038112,0.01217707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01136894,"threshold_uncertainty_score":0.02829349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009222613740755411,"score_gpt":0.2639103993097142,"score_spread":0.2546877855689588,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}